{"id":"https://openalex.org/W4320700466","doi":"https://doi.org/10.48550/arxiv.2211.02147","title":"A Survey on Reinforcement Learning in Aviation Applications","display_name":"A Survey on Reinforcement Learning in Aviation Applications","publication_year":2022,"publication_date":"2022-11-03","ids":{"openalex":"https://openalex.org/W4320700466","doi":"https://doi.org/10.48550/arxiv.2211.02147"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2211.02147","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.02147","pdf_url":"https://arxiv.org/pdf/2211.02147","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2211.02147","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033428477","display_name":"Pouria Razzaghi","orcid":"https://orcid.org/0000-0001-8490-4442"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Razzaghi, Pouria","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069865253","display_name":"Amin Tabrizian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tabrizian, Amin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416205","display_name":"Wei Guo","orcid":"https://orcid.org/0000-0003-0290-8752"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Wei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090976297","display_name":"Shulu Chen","orcid":"https://orcid.org/0000-0002-3361-1700"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Shulu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011283271","display_name":"Abenezer Taye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taye, Abenezer","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055983597","display_name":"Ellis L. Thompson","orcid":"https://orcid.org/0000-0003-0454-9407"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thompson, Ellis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027264908","display_name":"Alexis Bregeon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bregeon, Alexis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086511671","display_name":"Ali Baheri","orcid":"https://orcid.org/0000-0002-5613-0192"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baheri, Ali","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5025147595","display_name":"Peng Wei","orcid":"https://orcid.org/0000-0002-4432-8978"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei, Peng","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5033428477"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11489","display_name":"Air Traffic Management and Optimization","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8822094202041626},{"id":"https://openalex.org/keywords/aviation","display_name":"Aviation","score":0.8538159728050232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6458350419998169},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5196441411972046},{"id":"https://openalex.org/keywords/aviation-safety","display_name":"Aviation safety","score":0.45424163341522217},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4468379020690918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3212418556213379},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22275149822235107}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8822094202041626},{"id":"https://openalex.org/C74448152","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Aviation","level":2,"score":0.8538159728050232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6458350419998169},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5196441411972046},{"id":"https://openalex.org/C538199239","wikidata":"https://www.wikidata.org/wiki/Q640853","display_name":"Aviation safety","level":3,"score":0.45424163341522217},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4468379020690918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3212418556213379},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22275149822235107},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2211.02147","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.02147","pdf_url":"https://arxiv.org/pdf/2211.02147","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2211.02147","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2211.02147","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2211.02147","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.02147","pdf_url":"https://arxiv.org/pdf/2211.02147","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4390719751","https://openalex.org/W1583280211","https://openalex.org/W2475877807","https://openalex.org/W2358053497","https://openalex.org/W76517065","https://openalex.org/W4320917001","https://openalex.org/W577697832","https://openalex.org/W2758568560","https://openalex.org/W3008788504","https://openalex.org/W2115815699"],"abstract_inverted_index":{"Compared":[0],"with":[1],"model-based":[2],"control":[3],"and":[4,17,34,67,80,102],"optimization":[5],"methods,":[6],"reinforcement":[7],"learning":[8],"(RL)":[9],"provides":[10],"a":[11],"data-driven,":[12],"learning-based":[13],"framework":[14,24],"to":[15,29,63],"formulate":[16],"solve":[18],"sequential":[19,50],"decision-making":[20,51],"problems.":[21,52],"The":[22],"RL":[23,78,107],"has":[25],"become":[26],"promising":[27],"due":[28],"largely":[30],"improved":[31],"data":[32],"availability":[33],"computing":[35],"power":[36],"in":[37,91,109],"the":[38,85,96,99],"aviation":[39],"industry.":[40],"Many":[41],"aviation-based":[42],"applications":[43,90],"can":[44],"be":[45,64],"formulated":[46],"or":[47],"treated":[48],"as":[49],"Some":[53],"of":[54,87,106],"them":[55],"are":[56,68],"offline":[57],"planning":[58],"problems,":[59],"while":[60],"others":[61],"need":[62],"solved":[65],"online":[66],"safety-critical.":[69],"In":[70],"this":[71],"survey":[72,84],"paper,":[73,97],"we":[74,83,94],"first":[75],"describe":[76],"standard":[77],"formulations":[79],"solutions.":[81],"Then":[82],"landscape":[86],"existing":[88],"RL-based":[89],"aviation.":[92,110],"Finally,":[93],"summarize":[95],"identify":[98],"technical":[100],"gaps,":[101],"suggest":[103],"future":[104],"directions":[105],"research":[108]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
